crossrefIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2026-01-01Cited by 2

Estimating Spatiotemporally Continuous GEDI Aboveground Biomass Density During 2015–2020 From Multisource Data Using Machine Learning and Deep Learning

Xia Wang, Yihang Zhang, Peter M. Atkinson, Kerong Zhang

View free PDFSource page

Related papers

crossrefIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2026-01-01

Developing and Validating RGB UAV-Based NDVI Estimation Maps in a Heterogeneous Landscape Using Multiple Machine and Deep Learning Algorithms

Ilyas Aydin, Umut Gunes Sefercik

View free PDFSource page

crossrefIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2026-01-01Cited by 1

Comparison of Conventional Machine Learning and Convolutional Deep Learning Models for Seagrass Mapping Using Satellite Imagery

Antonio Mederos-Barrera, Laia Albors, Ferran Marqués, Javier Marcello, Gerard Martinez, Francisco Eugenio

View free PDFSource page

crossrefIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2026-01-01Cited by 1

Applying Deep Learning and Machine Learning Algorithms to Estimate PM$_{2.5}$ Concentration Using Satellite Data and Meteorological Data

Ishwor Thapa, Bidur Devkota, Badri Raj Lamichhane, Bhawana Poudel Devkota, Raju Dhakal, Teerayut Horanont

View free PDFSource page

crossrefIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2026-01-01

A Scalable Potential of Alpha Earth and Multisensor Datasets for Assessing Mangrove Intactness and Degradation Using Deep and Machine Learning Algorithms

Akkarapon Chaiyana, Filippo Sarvia, Narissara Nuthammachot, Jaturong Som-ard

View free PDFSource page

crossrefIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2026-01-01

A Hybrid Machine Learning Framework for Water Quality Index Prediction Using Feature-Based Neural Network Initialization

Ali Al Bataineh, Bandi Vamsi, Scott Alan Smith

View free PDFSource page

crossrefIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2026-01-01Cited by 2

A Deep Learning Model for Integrating Landsat-8 and Sentinel 2 Satellite Images to Improve the Spatiotemporal Fusion Network for Drought Monitoring

Aravinth J, Anand R

View free PDFSource page